{"id":"W2394433537","doi":"","title":"The Vegetation Classification System and the Plot Marks of Typical Communities in Neilingding Island, Guangdong Province","year":2000,"lang":"en","type":"article","venue":"","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Vegetation (pathology); Acacia; Vegetation types; Geography; Vegetation type; Vegetation classification; Ecology; Agroforestry; Forestry; Environmental science; Grassland; Biology; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000229184,0.00004345157,0.00005562977,0.000009815039,0.0001172734,0.00002679234,0.00009187139,0.0000425242,0.000006145557],"category_scores_gemma":[0.00001595641,0.00002384663,0.0000187378,0.00003105959,0.0001453991,0.000003448333,0.00002021279,0.00005729212,0.000001632426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008405488,"about_ca_system_score_gemma":0.00001351973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087332,"about_ca_topic_score_gemma":0.003123586,"domain_scores_codex":[0.9996048,0.00009371364,0.0001306209,0.00005533328,0.00004526178,0.00007024004],"domain_scores_gemma":[0.9997433,0.00006290944,0.00003162095,0.0001323824,0.00002051829,0.000009303351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.006708207,0.0002170945,0.07168404,0.000379691,0.0002173579,0.000002471435,0.003549628,0.0007797305,0.2944325,0.5407751,0.003541142,0.07771309],"study_design_scores_gemma":[0.009437645,0.0006116425,0.4943411,0.0005540702,0.0001546239,0.0001649807,0.05545536,0.2319566,0.02529949,0.0009738782,0.180106,0.0009447098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747869,0.0008366054,0.0002347204,0.0002218782,0.0000302621,0.0001569599,0.000005219678,0.000005316316,0.02372219],"genre_scores_gemma":[0.9986163,0.0004644779,0.00004346043,0.00002972837,0.00003099769,0.00001242774,0.00003262493,0.000003073116,0.0007668895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5398012,"threshold_uncertainty_score":0.1743035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281540924183635,"score_gpt":0.2119476132922379,"score_spread":0.1991322040504015,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}